Design recommendation system in e-commerce site

Other Title(s)

تصميم نظام توصية في موقع تجارة إلكتروني

Joint Authors

Rudan, Iyad Abbas
Hamdawi, Shayma Ashur

Source

Iraqi Journal of Science

Issue

Vol. 57, Issue 4A (31 Dec. 2016), pp.2549-2556, 8 p.

Publisher

University of Baghdad College of Science

Publication Date

2016-12-31

Country of Publication

Iraq

No. of Pages

8

Main Subjects

Information Technology and Computer Science

Topics

Abstract EN

In recent years it has spread the used of e-commerce sites quite dramatically.

Thus, these sites have become display huge number of diverse products.

It became difficulty for the customer to choose what he/she wants from this product.

The recommender systems are used to help customers to finding the desired product of their interests and proved to be an important solution to information overload problem.

This paper, designed a recommendation system based on content, which is usually textual description.

Furthermore, the proposed system uses cosine similarity function to find the similarities among the characteristics of various products, and nominate a suitable product closer to customer satisfaction.

The experimental result shows that the proposed system can provide suitable product with accuracy up to 95%.

American Psychological Association (APA)

Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. 2016. Design recommendation system in e-commerce site. Iraqi Journal of Science،Vol. 57, no. 4A, pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707

Modern Language Association (MLA)

Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. Design recommendation system in e-commerce site. Iraqi Journal of Science Vol. 57, no. 4A (2016), pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707

American Medical Association (AMA)

Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. Design recommendation system in e-commerce site. Iraqi Journal of Science. 2016. Vol. 57, no. 4A, pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707

Data Type

Journal Articles

Language

English

Notes

Text in English ; abstracts in English and Arabic.

Record ID

BIM-722707